A Penalized Likelihood Method for Structural Equation Modeling

Statistical Analysis ofQ-Matrix Based Diagnostic Classification Models

(2015) Yunxiao Chen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

lavaan: AnRPackage for Structural Equation Modeling

(2015) Yves Rosseel   Journal of Statistical Software

Estimation of an oblique structure via penalized likelihood factor analysis

(2014) Kei Hirose et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Sparse Versus Simple Structure Loadings

(2014) Nickolay T. Trendafilov et al.   PSYCHOMETRIKA

Sparse estimation via nonconcave penalized likelihood in factor analysis model

(2014) Kei Hirose et al.   STATISTICS AND COMPUTING

Exploratory Structural Equation Modeling: An Integration of the Best Features of Exploratory and Confirmatory Factor Analysis

(2013) Herbert W. Marsh et al.   Annual Review of Clinical Psychology

A Penalty Approach to Differential Item Functioning in Rasch Models

(2013) Gerhard Tutz et al.   PSYCHOMETRIKA

A penalized maximum likelihood approach to sparse factor analysis

(2013) Jang Choi et al.   Statistics and Its Interface

Hierarchical Bayes, maximum a posteriori estimators, and minimax concave penalized likelihood estimation

(2013) Robert L. Strawderman et al.   Electronic Journal of Statistics

Variable selection in linear mixed effects models

(2012) Yingying Fan et al.   ANNALS OF STATISTICS

Variable selection for generalized linear mixed models by L 1-penalized estimation

(2012) Andreas Groll et al.   STATISTICS AND COMPUTING

Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection

(2011) Patrick Breheny et al.   Annals of Applied Statistics

Nonconcave Penalized Likelihood With NP-Dimensionality

(2011) Jianqing Fan et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

SparseNet: Coordinate Descent With Nonconvex Penalties

(2011) Rahul Mazumder et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Estimation for High-Dimensional Linear Mixed-Effects Models Using ℓ1-Penalization

(2011) JÜRG SCHELLDORFER et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Large sample properties of the smoothly clipped absolute deviation penalized maximum likelihood estimation on high dimensions

(2011) Sunghoon Kwon et al.   STATISTICA SINICA

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Fixed and Random Effects Selection in Mixed Effects Models

(2010) Joseph G. Ibrahim et al.   BIOMETRICS

Regularization Parameter Selections via Generalized Information Criterion

(2010) Yiyun Zhang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Exploratory Structural Equation Modeling

(2009) Tihomir Asparouhov et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

Discussion: One-step sparse estimates in nonconcave penalized likelihood models: Who cares if it is a white cat or a black cat?

(2008) Xiao-Li Meng   ANNALS OF STATISTICS